Ankit Patel

About Ankit Patel

I am a machine learning engineer with experience building production-grade AI systems across EdTech, computer vision, and scientific domains.At SigIQ (EdTech startup,$10M+ raised), I architected core features for two apps:– PadhAI, where my LLM-powered news summarization and question retrieval system drove 2.5M+ reads and 43% of user engagement– Evertutor, where I designed a user knowledge model and deployed a college recommender that converted 50% of paying users.Previously at Matterport, I trained deep learning models for room classification, floor segmentation, and object detection, improving F-score by up to 25% and reducing inference latency by 30%. At Blue Wave AI Labs, I worked on predictive modeling for nuclear reactors, enabling $320k savings per fuel cycle.I\'m passionate about delivering impactful ML solutions with clean and scalable engineering

Experience

1. Applied Scientist

   Amazon

   Aug 2025 — Present · Santa Clara, CA, US

Education

• Purdue University

  Master's degree, Geomatics

  2018 — 2020

• Udacity

  Data Scientist Nanodegree, Data Science

• Indian Institute of Technology, Kanpur

  Bachelor of Technology - BTech, Civil Engineering

  2014 — 2018